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updated 5 months ago

Multi-dimensional kernel density estimates over periodic domains by Dylan Muir

This function performs multi-variate kernel density estimates over optionally periodic domains (circular statistics, kernel density estima..., multivariate data)

circ_ksdensityn(mfObservations, mfPDFSamples, mfDomains, ...

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updated 5 months ago

Kernel density estimation for circular functions by Dylan Muir

Performs kernel density estimates over arbitrary periodic domains. (circular statistics, kernel density estima...)

circ_ksdensity(vfObservations, vfPDFSamples, vfDomain, fS...

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updated 1 year ago

Bivariant Kernel Density Estimation (V2.1) by Yi Cao

A tool for bivariant pdf, cdf and icdf estimation using Gaussian kernel function. (statistics, probability, bivariant gaussian ke...)

Bivariate Kernel Density Estimation Demonstration

gkde2.m

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updated 1 year ago

Fast Kernel Density Estimator (Multivariate) by Matej Kristan

A very fast multivariate bandwidth calculation for KDE that can even be calculated from a GMM. (kernel density estima..., gaussian mixture mode..., bandwidth)

applyForScaleTransformToPdf( pdf0, Mu, T )

applyInvScaleTransformToPdf( pdf0, Mu, T )

checkcompiledBWestimator()

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updated 1 year ago

2D Bandwidth Estimator for KDE by Matej Kristan

2D kernel density estimator from weighted data. (statistics, signal processing, kernel density estima...)

col_sum( a )

cols(a)

conf2mahal(c, d)

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updated almost 4 years ago

Kernel Density Estimator by Zdravko Botev

Reliable and extremely fast kernel density estimator for one-dimensional data (statistics, probability, kernel smoothing)

[bandwidth,density,xmesh,cdf]=kde(data,n,MIN,MAX)

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updated 6 years ago

Efficient Kernel Smoothing Regression using KD-Tree by Yi Cao

Efficiency improved multivariant kernel regression using kd-tree (statistics, probability, kernel smoothing)

r=kdtree_ksrmv(x,y,hx,z)

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updated 6 years ago

Multivariant Kernel Regression and Smoothing by Yi Cao

A multivariant Gaussian kernel regression and smoothing tool. (statistics, probability, kernel smoothing)

3-D Image Smoothing through Multivariant Kernel Regression

r=ksrmv(x,y,hx,z)

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updated 6 years ago

Update PDF Estimation by Yi Cao

Update PDF estimation upon receiving new data (statistics, probability, pdf)

p=gkde(x,p)

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